Evidence and research in numeracy and mathematics

This selection of contemporary research and evidence has been used to inform the development of resources in the Mathematics Teaching Toolkit.

Common myths

Being numerate involves using mathematics. Not everyone is confident with mathematics, or believes that they can do mathematics.

Research provides clear and compelling evidence that attitudes and misconceptions about mathematics and mathematics learning begin at an early age. Therefore there is a clear need to consider and challenge both personal and community beliefs, attitudes and dispositions about mathematics learning.

Contemporary research about learning and the brain has dispelled many common and pervasive myths including, but not limited to the:

  • gene myth – you either have a maths gene or you don’t
  • gender myth – one gender is better than another at maths
  • speed myth - ability in mathematics can be measured by how quickly a problem is solved
  • memory myth - maths is only about memorising facts, rules and procedures
  • perfection myth- mathematicians never make mistakes
  • creativity myth – maths is not a creative pursuit as there is usually one right way and one right answer.

One of the best ways we can help children and young people is to promote positive attitudes towards mathematics.

See Dispelling Myths about Mathematics for:

  • research papers
  • reviews of research studies
  • technical reports
  • conceptual pieces to challenge and dispel common myths about mathematics.

Parents are also encouraged to explore these and other myths.

Numeracy in the 21st century

Numeracy has never been more important. The rapidly evolving nature of knowledge, work and technology, demands stronger understanding, reasoning, strategic and problem solving skills.

Figure 1: Professor Merrilyn Goos model for numeracy in the 21st century

To represent the multi-faceted nature of numeracy in the 21st century, Professor Merrilyn Goos developed a model for numeracy in the 21st century (see figure 1) which contains a number of elements related to numeracy knowledge and behaviours.

Other frameworks for interpreting numeracy are documented in the research literature. For example, the Numeracy Framework developed by Willis and Hogan (Hogan, 2000) incorporated three types of knowledge:

  • Mathematical knowledge – the knowledge needed for intelligent mathematical action
  • Contextual knowledge – the ability to link mathematics to experiences
  • Strategic knowledge – the ability to ask questions about the application of particular mathematical knowledge.

For more information see the Birth to Level 10 Numeracy Guide

Evidence for learning toolkits

The Teaching and Learning Toolkit and the Early Childhood Education Toolkit are designed to support teachers, educators and school leaders who are making decisions about how to improve learning outcomes, particularly for children and young people from settings surrounded by disadvantage.

The toolkits do not make definitive claims as to what will work to improve outcomes in a given school. They provide high quality information about what is likely to be beneficial based on existing evidence.

Early childhood education toolkit

The Early Childhood Education Toolkit summarises the global research on 12 topics relevant to early childhood education to give children the best chance of success regardless of their background. You can view all approaches in the global evidence base and also examine the Australasian Research Summaries.

Australasian research summaries

A summary of the Australasian research and evidence on each of the approaches in the Teaching and Learning Toolkit.


Mathematics and numeracy

Adoniou, Misty1, Yi, Qing. (2014). Language, mathematics and English language learners, The Australian Mathematics Teacher, vol 70 Issue 3 [online]

Attard, C. (2017). Opinion. Mathematics education: Who's responsible? The Australian Mathematics Teacher vol. 73 no. 2, 73(2), 3-4.

Boaler, J. (2016). Mathematical mindsets. San Francisco, CA: Jossey-Bass.

Goos, M., Bennison, A., & Proffitt-White, R. (2018) Sustaining and scaling up research-informed professional development for mathematics teachers. Mathematics teacher Education and Development, 20.2, 133-150

Goos, M., Geiger, V., & Dole, S. (2012). Changing teacher practice through a rich model of numeracy across the curriculum. In Gangnae-Myeon, Cheongwon-Gun, Chungcheongbuk-Do (Eds.), 12th International Congress of Mathematical Education, Seoul, The Republic of Korea, pp. 4329-4337, Korea National University, Republic of Korea: International Congress on Mathematical Education [ICME].

Goos, M., & Jolly, L. (2004). Building partnerships with families and communities to support children’s numeracy learning. In I. Putt, R. Faragher & M. McLean (Eds.), Mathematics education for the third millennium: Towards 2010. Proceedings of the 27th annual conference of the Mathematics Education Research Group of Australasia [MERGA], pp. 279-286. Townsville, QLD: MERGA.

Industry Skills Council. (2018) No More Excuses.

O'Connor, M., & Thomas, J. (2019). Australian Secondary Mathematics Teacher Shortfalls: A Deepening Crisis. Australian Mathematical Sciences Institute. Australian Mathematical Sciences Institute. Retrieved June 24, 2019.

Shomos, A., & Forbes, M. (2014). Literacy and Numeracy Skills and Labour Market Outcomes in Australia. Canberra: Productivity Commission Staff working paper.

Tout, D., & Turner, R. (2016). Are Australian Mathematical Foundations Solid Enough for the 21st Century? ACER Research Conference Proceedings. Melbourne: Australian Council for Educational Research (ACER).

YouCubed. (2019). Dispelling Myths about Mathematics - YouCubed. [online] [Accessed 29 Jul. 2019].

Woo, E. (2019, May 24). 'Key to human flourishing': how mathematics is shaping our future. The Sydney morning Herald.


Callingham, R., Beswick, K., Carmichael, C., Geiger, V., Goos, M., Hurrell, D., Hurst, C., Muir, T., (2017). Nothing left to chance. Characteristics of schools successful in mathematics. (Report of the Building an Evidence Base for Best Practice in Mathematics Education Project). Hobart: University of Tasmania.

Department of Education and Training. (2011). VEYLDF Evidence paper and Practice Guide: High Expectations for Every Child. Retrieved on 24 January 2018.

Dinham, S. (2016). Leading learning and teaching. Melbourne: Australian Council for Educational Research, p.125

Marzano R.J. (2017). Communicating high expectations. In Marzano, R.J. The new art and science of teaching. Cheltenham, Australia: Hawker Brownlow Education.

Morony, W., Hogan, J. & Thornton, S. (2004). ANSN Snapshot: Numeracy Across the Curriculum. Lindfield, New South Wales: Australian National Schools Network.

Steiner, D. (2017) Curriculum Research: What We Know and Where We Need to Go. Johns Hopkins School of Education. Retrieved August 2019.

YouCubed. (2019). Dispelling Myths about Mathematics - YouCubed [online] [Accessed 7 Aug. 2019].


Apo.org.au. (2019). How schools can improve literacy and numeracy performance and why it (still) matters, Centre from Education Statistics and Evaluation [online] [Accessed 7 Aug. 2019].

Faculty of Education - University of Tasmania, Australia. (2019). Nothing left to chance: Characteristics of schools successful in mathematics [online] [Accessed 29 Jul. 2019]

Mitchellinstitute.org.au. (2019). Lamb, S., Jackson.J., Walstab,A., Huo, S. [online] [Accessed 29 Jul. 2019]

Oecd.Org. The Survey of Adult Skills (PIAAC) (2012). [Accessed August 7 2019].

Oecd.org. (2019). PISA 2015 key findings for Australia - OECD. [online] Available at: https://www.oecd.org/australia/pisa-2015-australia.htm [Accessed 7 Aug. 2019].

Research.acer.edu.au. (2019). [online] [Accessed 7 Aug. 2019].

Youthontrack.justice.nsw.gov.au. (2019). [online] [Accessed 7 Aug. 2019].